AI Music Software for Composition, Mastering, and Sound Design

Artificial intelligence is transforming how music is created, mixed, and designed. From composing original melodies to automatically mastering tracks and generating new sounds, AI music software can boost creativity and efficiency. Below is an extensive, blog-friendly list of AI music tools categorized by Composition, Mastering, and Sound Design. Each entry includes key features, pricing models, pros and cons from reviews, and a link to get the software. (Images of each tool’s interface or logo are included to enhance the visual appeal.)

🎹 AI Composition & Songwriting Tools

These AI tools help compose music—generating melodies, harmonies, and even full songs. They’re great for content creators needing background music or musicians seeking inspiration.

AIVA (Artificial Intelligence Virtual Artist)

Features & Capabilities: AIVA is a powerful AI composer known for creating original music in over 250 styles (classical, electronic, pop, etc. (AIVA, the AI Music Generation Assistant)】. It allows deep customization: you can generate compositions based on genre presets or even upload your own MIDI or audio influences to shape the outpu (AIVA, the AI Music Generation Assistant)】. AIVA provides a built-in editor to adjust the AI-generated score and supports downloading the final composition in MIDI, MP3, or WAV formats. It’s especially popular for soundtracks and symphonic pieces.
Pricing Model: Freemium – AIVA offers a Free plan (non-commercial use) with 3 downloads per month (MP3/MIDI (AIVA Review - Everything You Need To Know - AI Composition | Sound Tech Insider - Discover The Future of Sound) (AIVA Review - Everything You Need To Know - AI Composition | Sound Tech Insider - Discover The Future of Sound)】. Paid subscriptions include Standard (€15/month or €11/month annually) and Pro (€49/month or €33/month annually), which grant more downloads (15 or 300 per month) and licensing for monetizatio (AIVA Review - Everything You Need To Know - AI Composition | Sound Tech Insider - Discover The Future of Sound) (AIVA Review - Everything You Need To Know - AI Composition | Sound Tech Insider - Discover The Future of Sound)】. Only the Pro plan lets you own full copyright of the music for commercial use.
Reviews & Ratings: Users praise AIVA’s compositional quality – it can produce surprisingly “realistic” orchestral music that sounds professiona (AIVA Review - Everything You Need To Know - AI Composition | Sound Tech Insider - Discover The Future of Sound)】. It’s regarded as user-friendly for beginners despite its advanced capabilitie (AIVA Review - Everything You Need To Know - AI Composition | Sound Tech Insider - Discover The Future of Sound)】. On the downside, some reviewers note the free tier is very limited and advanced features may require a learning curve.
Pros: Extensive style library and customizability; High-quality, *“emotional” soundtrack output; Allows export to various formats (AIVA vs Suno: AI Audio Generation Tools 2025)】. Content creators appreciate the ability to generate royalty-free music quickly.
Cons: Free plan is limited (few downloads, must credit AIVA); Full commercial rights require the pricey Pro plan; Rich features can overwhelm new users (AIVA vs Suno: AI Audio Generation Tools 2025)】.
Link: AIVA Official Website – Free signup available.
Image: (AIVA’s intuitive composition interface allows selecting genres and customizing outputs.) (AIVA, the AI Music Generation Assistant)】

Boomy

Features & Capabilities: Boomy is an AI music generator aimed at non-musicians. It lets you create original songs in seconds by choosing a style and hitting “Create (Boomy AI Review, Features, Price, Use Cases & FAQs)】. Boomy’s AI handles the composition, arrangement, and mixing. A standout feature is Boomy’s integration with streaming platforms – you can submit your AI-generated songs to Spotify, YouTube, etc., and earn royalties if they’re playe (Boomy AI Review, Features, Price, Use Cases & FAQs) (Boomy AI Review, Features, Price, Use Cases & FAQs)】. Boomy also offers basic editing tools (e.g., you can adjust the mix or re-generate certain parts). Genres range from Lo-fi beats to EDM and rap.
Pricing Model: Freemium – The Free plan lets you create and save a limited number of songs (around 5-8 tracks) and release 1 single (up to 3 songs) to streamin (Boomy AI Review, Features, Price, Use Cases & FAQs)】. Paid plans include Creator ($9.99/month) and Pro ($29.99/month), which increase your song save slots (500 or unlimited), allow more releases per month, and higher-quality download (Boomy AI Review, Features, Price, Use Cases & FAQs) (Boomy AI Review, Features, Price, Use Cases & FAQs)】. (Boomy’s site shows annual discounts: ~$14.99/mo and $39.99/mo with additional benefits.)
Reviews & Ratings: Boomy has been praised for its accessibility – it enables anyone “even if you’ve never made music before” to create song (Boomy AI Reviews: Use Cases, Pricing & Alternatives)】. Users like the quick creation process and the fun of generating different styles. The platform reportedly has a community of over 1.5 million creators and 6+ million tracks generate (Beatoven.ai: Royalty Free AI Music Generator)】. Pros noted in reviews include its ease of use and the innovative monetization opportunit (Boomy AI Reviews: Use Cases, Pricing & Alternatives) (Boomy AI Reviews: Use Cases, Pricing & Alternatives)】. However, some note that AI-generated music can sound formulaic or lack a personal touc (Boomy AI Reviews: Use Cases, Pricing & Alternatives)】. Also, free users are limited in output quality and number of songs.
Pros: Very user-friendly interface; Extremely fast song generation; Multiple genres and moods available; Royalty-free tracks with potential to earn money (Boomy AI Review, Features, Price, Use Cases & FAQs) (Boomy AI Reviews: Use Cases, Pricing & Alternatives)】. Great for content creators needing background music quickly.
Cons: Free plan limits how many songs you can download or release; AI compositions may sound repetitive or less “human”; Advanced editing of generated music is limited (Boomy AI Reviews: Use Cases, Pricing & Alternatives)】.
Link: Boomy AI – Make music for free (with upgrade options).
Image: (Boomy’s web interface where you pick a genre and let the AI create a song.)

Mubert

Features & Capabilities: Mubert is a popular AI music platform that focuses on generative music streams and customized soundtracks. You can generate music by selecting a genre, mood, and duration, or even by entering text prompts describing the music you need. Mubert’s AI will then create a unique track on the fl (Mubert Review: Everything You Need to Know | Sound Tech Insider - Discover The Future of Sound) (Mubert Review: Everything You Need to Know | Sound Tech Insider - Discover The Future of Sound)】. It’s known for high-quality, royalty-free music suitable for videos, apps, or podcasts. Mubert also offers an “Explore” mode with infinite AI-generated music streams (useful for focus, workouts, etc. (Mubert Review: Everything You Need to Know | Sound Tech Insider - Discover The Future of Sound) (Mubert Review: Everything You Need to Know | Sound Tech Insider - Discover The Future of Sound)】. For developers, Mubert provides an API to integrate music generation into apps.
Pricing Model: Freemium/Subscription – Mubert has a Free tier (Ambassador) that lets you generate a limited number of tracks (with attribution (Mubert Review 2025: The Future of Generative Music is Here)】. For expanded use, subscription plans are: Creator at ~$14/mo (up to 500 tracks/month, for social media use), Pro at ~$39/mo (500 tracks, for commercial use with advertising rights), and Business at $199/mo (1000 tracks, extended commercial and API access (Mubert Review 2025: The Future of Generative Music is Here) (Mubert Review 2025: The Future of Generative Music is Here)】. These plans remove watermarks and attribution requirements. There’s also an option to purchase single tracks with various licensing (starting around $19 for a standard license (Mubert AI Review 2025: A Game-Changer for Generative Music) (Mubert Review 2025: The Future of Generative Music is Here)】.
Reviews & Ratings: Mubert is often described as a “game-changer for generative music” (Mubert AI Review 2025: A Game-Changer for Generative Music)】. Reviewers have given it moderately positive ratings (one detailed review scored it 3.7 out of 5 overall (Mubert Review 2025: The Future of Generative Music is Here)】. Pros include high-quality audio outputs and the breadth of moods/genres available. Users find the interface simple – it’s quick to get a custom track by just describing what you need. Mubert’s royalty-free licensing is a big plus for content creators to avoid copyright issues. Cons reported: the paid plans can be pricey for casual users, and the free plan is quite limited (only low-volume personal use (Mubert Review 2025: The Future of Generative Music is Here) (Mubert Review 2025: The Future of Generative Music is Here)】. Some also note that fully AI-generated music might lack the emotional depth of a human composition.
Pros: Generates professional-sounding music in many styles; Tracks are royalty-free and ready for use; Text-to-music prompting for easy customization; Active updates and a large library of AI “artists” (Mubert Review 2025: The Future of Generative Music is Here) (Mubert Review 2025: The Future of Generative Music is Here)】. It’s a convenient source of background music for streams, videos, or apps.
Cons: Free tier has audible watermarks and limited outputs; Higher-tier subscriptions are expensive for individual (Mubert Review 2025: The Future of Generative Music is Here)】; Pure AI music can feel repetitive without human tweaking; Requires internet connection for generation.
Link: Mubert AI – Try the free tier or subscribe for full features.
Image: (Mubert’s interface, where users enter a prompt or choose mood/genre to generate a trac (Mubert Review: Everything You Need to Know | Sound Tech Insider - Discover The Future of Sound)】.)

Soundful

Features & Capabilities: Soundful is an AI music studio that generates unique, royalty-free tracks based on templates and user inputs. It offers 50+ templates across genres (EDM, Hip-Hop, Latin, etc.) and mood (Soundful - Features, Pricing, Pros & Cons (February 2025))】. Users can select a template, then customize parameters like tempo (BPM) and key (choose base notes and major/minor (Soundful - Features, Pricing, Pros & Cons (February 2025)) (Soundful - Features, Pricing, Pros & Cons (February 2025))】. With a click, Soundful generates a track preview; you can then download the full mix or individual instrument stems. All music is royalty-free for use in videos, streams, games, and other project (Soundful - Features, Pricing, Pros & Cons (February 2025))】. It’s essentially like having a virtual music producer providing base tracks that you can tweak.
Pricing Model: Free & Subscription – Soundful’s Standard plan is free (unlimited track generation, but only 1 MP3 download per month from 25+ basic styles (Pricing | Soundful) (Pricing | Soundful)】. Paid plans unlock more content: Premium at $5/month (access to 150+ styles, up to 100 downloads/month in MP3/WAV (Pricing | Soundful) (Pricing | Soundful)】, and Pro at $9.99/month (400 downloads/month including STEM files, and higher-quality outputs (Pricing | Soundful) (Pricing | Soundful)】. Soundful also offers higher-tier business plans for enterprise use (with large download limits and custom licenses (Pricing | Soundful) (Pricing | Soundful)】. Annual subscriptions yield a discount (e.g. Pro is ~$119.99/year). Notably, Soundful even has an enterprise tier for custom needs (priced at $249+/month for heavy users (Pricing | Soundful) (Pricing | Soundful)】, but most creators will be fine with Premium or Pro.
Reviews & Ratings: Soundful has mixed early reviews. Users appreciate the low cost (the Premium plan is quite affordable) and the ease of use – just pick a template and generate music. The quality of the music is generally good for background uses; one user noted “the songs are good and audio is clear (Soundful - Features, Pricing, Pros & Cons (February 2025))】. The ability to download stems (individual instrument tracks) on paid plans is a pro for those who want to remix or further customize the music. On the downside, customization is somewhat limited compared to some competitors: you can change BPM and key, but you cannot fine-tune the composition or choose specific instruments beyond what the template provide (Soundful - Features, Pricing, Pros & Cons (February 2025))】. This was pointed out in a user review – the functionality beyond picking a style and adjusting a couple settings is basic, so some tracks may sound similar. Also, the free plan’s 1 download/month is restrictive, essentially forcing active users to subscribe.
Pros: Large template library (50+ styles) for quick genre-specific track (Soundful - Features, Pricing, Pros & Cons (February 2025))】; Royalty-free music even on free plan; Can generate unlimited previews; Affordable entry-level pricing (much cheaper than hiring composers); Stem downloads for remixing on higher plans.
Cons: Limited creative control – can’t specify melody or instrument choice beyond template (Soundful - Features, Pricing, Pros & Cons (February 2025))】; Music can feel “stock” due to template reliance; Free plan only allows MP3 downloads (no WAV) and very few downloads; Some users reported the need for more variety in generated outputs.
Link: Soundful – Start for free and upgrade as needed.
Image: (Soundful’s web app, where creators choose a genre template and customize basic settings to generate music.)

Soundraw

Features & Capabilities: Soundraw (formerly Ecrett Music) is an AI music generator that allows highly customizable composition. It stands out by letting you adjust the generated music to fit your needs – for example, you can choose the mood, genre, and length of a track, then when Soundraw creates a piece, you can edit the arrangement (add/remove instrument layers, change the intensity of certain parts, etc.). It’s like an AI-assisted music editor: you get unlimited song ideas and can tweak them. Soundraw supports creating loops, changing instrumentation, and offers a library of styles. All music is royalty-free once you subscribe. The interface is intuitive, with a timeline that highlights verse/chorus sections which you can shuffle or regenerate.
Pricing Model: Subscription (No Free Export) – You can try generating music on Soundraw’s site for free, but downloading or using the music requires a paid plan (Soundraw - Features, Pricing, Pros & Cons (February 2025))】. There are multiple tiers: the Creator plan (~$16.99/month) allows standard use (for YouTube, podcasts, etc.), then Artist plans ($29.99 to $64.99/month) for expanded downloads and usage right (Soundraw - Features, Pricing, Pros & Cons (February 2025))】. (These prices may reflect monthly billing; annual billing can reduce the cost). Essentially, expect to pay around $20–$30 per month for unrestricted use of Soundraw’s music. There is no completely free tier for content usag (Soundraw - Features, Pricing, Pros & Cons (February 2025))】.
Reviews & Ratings: Soundraw is well-regarded for the quality of its music and the control it gives to users. Tech reviewers often mention the interface is “simple and intuitive” (Soundraw - Features, Pricing, Pros & Cons (February 2025))】. Pros include the ability to generate music without even signing up (for testing purposes) and then customizing it. According to one review, “test music generations are available without sign-up” which lowers the barrier to entr (Soundraw - Features, Pricing, Pros & Cons (February 2025))】. The pros highlighted: *intuitive UI, customizable tracks (you can adjust tempo, instruments, etc.), and genre-specific music generation (Soundraw - Features, Pricing, Pros & Cons (February 2025)) (Soundraw - Features, Pricing, Pros & Cons (February 2025))】. Users like that you can tailor a piece to match your video’s mood (e.g., make the music more intense or remove a melody) rather than being stuck with a static track. Cons: The biggest con is that nothing can be downloaded on the free version – to actually use a track, you must subscrib (Soundraw - Features, Pricing, Pros & Cons (February 2025))】. Also, generating variations can take a bit of time (the AI might need ~30 seconds for each new variant, as reported). Soundraw’s pricing is higher than some competitors’ (especially for higher-tier plans), which might deter casual users.
Pros: High-quality music outputs; Flexible editing – you can fine-tune AI songs to better fit your project; Clean, easy interface; No attribution needed on paid plans (royalty-free usage).
Cons: No free downloads (subscription required for any serious use (Soundraw - Features, Pricing, Pros & Cons (February 2025))】; Monthly cost can add up for creators on a budget; Occasionally slow to generate new variations; Limited to the styles available (mostly contemporary genres).
Link: Soundraw.io – Try it free online (subscription needed to download).
Image: (Soundraw’s music editing interface, where users can adjust song structure, instruments, and mood after AI generation.)

Loudly

Features & Capabilities: Loudly is an AI music generator designed for modern creators to “collaborate with AI” and create custom tracks for videos, social media, and mor (Loudly: AI music for your creative universe)】. It provides a variety of genres and allows users to pick a style and mood, then generates a unique track. A key aspect of Loudly is that it also lets you customize and remix the generated music – you can change the instrumentation or edit the length to match your content. Loudly emphasizes that all music is 100% royalty-free and can be released on any platform (even for commercial use (Loudly: Features, Benefits, Pricing, Alternatives and Review)】. Additionally, Loudly offers a feature to distribute your music (for instance, releasing your tracks to streaming services) as an add-on service.
Pricing Model: Freemium with Paid Plans – Loudly has a Free tier that allows basic music generation (limited downloads). For more usage, their pricing is quite affordable: Personal plan at $10/month (or ~$8/month if billed annually) and a Pro plan at $30/month (or ~$24/month annual (Loudly Pricing: Cost and Pricing plans) (Loudly Pricing: Cost and Pricing plans)】. The Personal plan is geared toward individual content creators, while Pro is for professionals needing more tracks and higher usage rights. Loudly also offers a very cheap add-on ($1.99/mo) specifically for music distribution (for those who want Loudly to publish their tracks to Spotify/Apple Music on their behalf). Overall, Loudly’s pricing is on the lower end compared to many AI music tools.
Reviews & Ratings: Loudly is relatively new in the AI music scene. Early users highlight the easy workflow – you can get a decent-sounding track within a minute or two and tailor it. The low price is a big plus in reviews; as one tech site noted, Loudly’s personal plan starting at $8/month (annual) makes it one of the most cost-effective options for royalty-free AI musi (Loudly Pricing: Cost and Pricing plans - SaaSworthy)】. Pros include the quality of produced music and the integrated distribution (which not all competitors have). Loudly’s web app has a polished interface (the company behind it has a background in music apps). Cons: Being newer, Loudly might have fewer genre options or slightly less sophisticated AI compared to older platforms. Also, free users are limited and will likely need to upgrade for serious use. Some users also desired more fine-grained control in the generation process.
Pros: Affordable plans; Unlimited royalty-free usage; Simple to use; Includes an option to release music directly; Good variety of modern genres.
Cons: Free plan limited in downloads; Library of styles still growing; Editing features not as deep as some others (you can customize basic elements but not compose melodies); Since it’s cloud-based, requires internet.
Link: Loudly AI Music – Try for free or subscribe (Personal/Pro plans available (Loudly Pricing: Cost and Pricing plans) (Loudly Pricing: Cost and Pricing plans)】.
Image: (Loudly’s interface where you select a genre/mood and generate a track, with options to edit and distribute the music.)

Amadeus Code (Topline)

Features & Capabilities: Amadeus Code is an AI songwriting assistant that particularly focuses on creating melodies and chord progressions. It’s available as a mobile app called Amadeus Topline (iOS) which helps musicians overcome writer’s block by generating infinite melody ideas. In the app, you can pick a style or reference, and the AI will suggest a new topline melody which you can then audition with chord backing. One cool feature is you can “swipe” to generate variations – much like swiping on a dating app – to quickly find a melody that resonates. Amadeus Code’s technology has been used to compose pop ballads, jazz themes, and more. It doesn’t produce full instrumentals on its own (it’s more about the song idea: melody + harmony), but you can export MIDI files or audio to build on.
Pricing Model: Freemium/In-App Purchases – The Amadeus Topline app is free to download and you can use all its AI generation features for fre (Amadeus Code - artificial intelligence powered songwriting assistant)】. You only pay when you want to export or download the MIDI/audio files of the generated melodies. According to the developers, this is a pay-per-use model: you can purchase credits or a subscription to unlock downloads. (One source mentioned a subscription around $26.99/mont (Amadeus Code Reviews in 2025 - SourceForge)】, but the app also offers packs of export credits if you prefer not to subscribe). Essentially, it’s free to play with, but if you get a melody you love and want the files, you’ll need to pay a fee to get those files out of the app.
Reviews & Ratings: Songwriters find Amadeus Code inspirational – it’s like collaborating with an AI composer that feeds you ideas. Many reviews cite that it’s great for generating chord progressions or vocal toplines that you can then lyricize. The pros are the unlimited ideas and the fact that it can introduce you to chord sequences you might not have thought of. It’s especially useful for producers looking to spark a new song. Cons: The obvious one is that it’s iOS-only (at the moment), limiting access for some. Also, the melodies are generically generated, so not all of them will be usable – you might have to generate dozens before finding a “gem.” The cost of exporting multiple songs can add up if you’re a prolific user (though casual users can just pay per song). Another limitation is that it doesn’t fully arrange or mix a track – it gives you the lead melody idea, and you must take it from there.
Pros: Excellent for overcoming writer’s block; Generates unlimited melody ideas; Lets you influence the style (so the ideas aren’t completely random); Free to brainstorm; Proven technology (used by many songwriters in J-pop/K-pop industry as well).
Cons: Requires an iOS device; You must pay to actually use the outputs in production; Not a full arrangement tool – you’ll need a DAW to finish the song; No desktop version (as of now).
Link: Amadeus Code – Topline (App Store) – Free app with paid export (Amadeus Code - artificial intelligence powered songwriting assistant)】.
Image: (Amadeus Topline iOS app generating a new melody idea with AI.)

(Other notable AI composition tools: Beatoven.ai – an AI music generator that composes mood-based music in 8 genres with a usage-based pricing model (free trial, then pay per minute of music downloaded (AI Music Generator Pricing | Beatoven.ai) (AI Music Generator Pricing | Beatoven.ai)】. Also, OpenAI’s research projects MuseNet and Jukebox provide glimpses into AI-generated compositions in multi-instrument styles, though they are not consumer softwar (The Best AI Music Production Tools: A Complete & Expert Guide ) (The Best AI Music Production Tools: A Complete & Expert Guide )】.)

🎛️ AI Mastering & Mixing Tools

After composition, mastering is the crucial step of polishing a track’s sound (balancing EQ, compression, loudness, etc.). These AI tools automatically master (and sometimes mix) audio to professional quality. They’re perfect for producers who want quick, affordable mastering without hiring an engineer.

LANDR

Features & Capabilities: LANDR is one of the pioneering AI mastering platforms. It provides instant, automated mastering – you upload your mixed track and LANDR’s AI analyzes it and applies EQ, compression, limiting and other processing to make it “release-ready.” The process is as simple as a few clicks. LANDR’s mastering engine has been trained on tons of music and uses machine learning instead of static prese (The Best AI Music Production Tools: A Complete & Expert Guide )7】. You can choose different intensity settings or “mastering styles” (like Warm, Balanced, Open) as starting poin (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)9】. A unique feature of LANDR is Album Mastering – you can master multiple tracks together for consistency across an alb (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI) (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)4】. Beyond mastering, LANDR has expanded into a whole platform: it offers a sample library, a plugin store, and even distribution services to release your music to Spotify/Apple Music direct (10 AI Music Generators for Creators in 2025 | DigitalOcean) (10 AI Music Generators for Creators in 2025 | DigitalOcean)0】. But at its core, LANDR’s AI mastering is its claim to fame.
Pricing Model: Subscription – LANDR offers tiered subscription plans for mastering. According to their site, $19.99/month gets unlimited MP3 masters and a few uncompressed WAV masters per month, whereas $39.99/month gives unlimited high-quality WAV maste (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)8】. These plans also include other LANDR platform features (like samples and distribution). There isn’t a fully free tier for mastering, but LANDR typically allows a free trial or sample (in lower quality) to test the service. They also have annual plan discounts. Essentially, budget ~$20/month if you master often, or you can pay per master (LANDR used to charge around $4 per single WAV master if you don’t subscribe).
Reviews & Ratings: LANDR is widely used, especially by indie musicians. An Ars Technica test of popular AI mastering tools found LANDR’s results to be surprisingly on-par with a human mastering engineer in many cas (AI can now master your music—and it does shockingly well)8】. Users like the convenience and speed – you can have a mastered track in minutes, which is great for quickly previewing how your mix might sound finalized. LANDR’s long presence in the market means its AI has “learned” from millions of tracks, which **improves its mastering decisions over time (The Best AI Music Production Tools: A Complete & Expert Guide )7】. Pros: Extremely easy to use; Huge time-saver; Consistent results; Affordable compared to pro mastering; Extra features like distribution are a bonus. Cons: Some audio purists feel it lacks the nuanced touch of a veteran human mastering engineer for complex genres; The subscription model might be overkill if you only need a few masters; Need internet connection to use. Nevertheless, for most producers on a budget, LANDR offers “fast, reliable mastering without ever using presets”, as their site tou (The Best AI Music Production Tools: A Complete & Expert Guide )7】.
Pros: One-click mastering with smart AI (no need to tweak settings); Over 3 million songs mastered, giving the AI a broad reference ba (The Best AI Music Production Tools: A Complete & Expert Guide )7】; Album mastering ensures cohesive sound; Integrated into a larger music creation ecosystem (samples, collaboration, distribution).
Cons: Subscription cost if you only have a single track occasionally; Limited control over the outcome (aside from choosing a mastering intensity or style); Some users report the automated master can occasionally overshoot (e.g., too loud or too bright) and may require manual tweaking or another attempt.
Link: LANDR – Upload a track and preview a free mastered sample.
Image: (LANDR’s mastering interface – just upload your track, choose a style, and let the AI create a mastered versi (10 AI Music Generators for Creators in 2025 | DigitalOcean) (10 AI Music Generators for Creators in 2025 | DigitalOcean)1】.)

eMastered

Features & Capabilities: eMastered is an online AI mastering service created by Grammy-winning engineers. It focuses purely on mastering (unlike LANDR’s multi-feature platform). With eMastered, you simply upload your song and it returns a mastered version optimized in loudness and clarity. You do get some control – for instance, you can adjust Mastering Intensity, EQ brightness, bass, stereo width, and volume via sliders to fine-tune the result if need (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI) (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)1】. You can also upload a reference track (a song whose sound you’d like to emulate) and eMastered will try to match some of its tonal characteristics. The interface is straightforward and cloud-based. eMastered doesn’t use presets; its AI analyzes the audio content and applies appropriate processing. It supports WAV and MP3 uploads and outputs.
Pricing Model: Subscription – eMastered charges a flat fee of $19.99/month for unlimited mastering downloa (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)1】. This subscription unlocks all features (like the custom slider adjustments and reference mastering). They also offer a yearly plan at a discounted rate. eMastered may have a free trial (sometimes you can preview a snippet of your mastered track for free, but to download full tracks you need the subscription). There are no tiered quality levels – the single plan gives you full-quality WAV masters. For those who don’t want a subscription, eMastered sometimes allows per-track payments (around $5 to $10 per master) but their main offering is the monthly unlimited model.
Reviews & Ratings: eMastered is well-regarded for having more user control than some competitors. Producers who have tried multiple mastering AIs often say eMastered’s results are punchy and competitive. Having those tweakable parameters is a plus for users who like to refine the master – for example, you can do one pass with high intensity and one with low intensity and compare. Pros: Unlimited mastering downloads with subscription (master as many songs as you want); Fine-tuning options; No need to install software; Built by experienced audio engineers. Cons: Cost – if you only need a few tracks, $19.99 for one month might be steep (though you could master everything in one month and cancel); Lacks the multi-service ecosystem of others (it is focused solely on mastering); Some users wish for more advanced reference matching. In general, customers say eMastered can get them 80-90% of the way to a professional master, and it’s a great **“focus completely on AI mastering services for songwriters” (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)4】.
Pros: Simple drag-and-drop mastering; Ability to use reference tracks; Adjustable settings for personalized sou (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)0】; Solid tonal balance results for most genres.
Cons: Subscription-only for full functionality; Fewer bells and whistles aside from mastering (no mixing, no album sequencing tool); As with all AI, it might occasionally make an inappropriate choice (though you can counteract via the sliders).
Link: eMastered – Try uploading a track for a preview.
Image: (eMastered’s interface: upload a track, tweak mastering settings with simple sliders, and compare A/B with your origin (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)0】.)

CloudBounce

Features & Capabilities: CloudBounce is an AI mastering platform originally incubated by Abbey Road Studios. It offers both online and desktop app options for mastering. CloudBounce’s web service is similar to others: upload your track, and it’s mastered on their cloud servers. The unique aspect is its genre-specific mastering options – CloudBounce provides 15 preset mastering styles covering various genres and scenarios (for example, presets for EDM, rock, hip-hop, “Bass Boost”, “Warm”, etc (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)9】. You can either let the AI auto-detect or explicitly choose a preset. Additionally, it has a fun interactive UI: a hexagon grid of settings where you can adjust “Loudness, Warmth, Brightness, Bass, Stereo Width, and Presence” by dragging points on a hexagon radar cha (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)7】. This gives a visual way to fine-tune the master’s sound. CloudBounce outputs high-quality WAV and even offers different output loudness targets (streaming, club, etc.). For power users, the desktop app allows batch processing of many tracks at once.
Pricing Model: Flexible (Per Track or Subscription) – CloudBounce stands out by offering one-off mastering purchases: you can master a single track for $9.90 (which provides you a WAV and MP (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)2】. This is great if you just have a one-time need. Alternatively, they have an Unlimited subscription at $21.90/month for unlimited maste (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)2】. They also frequently offer lifetime deals or yearly plans at a flat rate. The per-track pricing and the monthly sub make it flexible for different needs. There’s no permanent free tier, but they might allow a low-res preview.
Reviews & Ratings: CloudBounce is appreciated for its genre tuning – users feel they can get a more tailored master if the generic AI approach doesn’t nail it. The interface with the hexagon control is often cited as a pro for those who like some control but not the complexity of full audio editi (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI) (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)9】. Sound-wise, it’s known to deliver “crystal clear and airy” results, as Abbey Road’s backing would sugge (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)4】. Pros: Option to pay per track (no subscription commitment); Lots of mastering presets; Fast processing; Desktop app for those who want offline use. Cons: UI is a bit less modern than some others; No mixing or other tools (mastering only); Some presets might not perfectly match your mix and require trying a couple of them; At $9.90 per track, it’s cheaper than a human engineer but more expensive than an unlimited plan if you have many songs. Overall, CloudBounce gives a professional sheen and is a favorite of many indie labels for quick masters.
Pros: Genre-specific mastering profiles (makes it easy to get a good result for your styl (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)7】; Interactive controls for sonic characteristics; One-off pricing option; Backed by audio engineering expertise.
Cons: If your track doesn’t fit a preset, you might need to experiment; The unlimited monthly plan ($21.90) is a bit higher than some competitors; Interface, while functional, is not as slick on mobile devices.
Link: CloudBounce – Master a track instantly (first master discount often available).
Image: (CloudBounce’s hexagon UI for adjusting mastering attributes like Warmth and Loudne (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)7】.)

BandLab (Online Mastering)

Features & Capabilities: BandLab is a free online DAW and music collaboration platform, and it offers a totally free AI mastering tool as part of its services. With BandLab Mastering, you upload a track (even without an account) and you can choose from 4 preset mastering “styles”: Universal, Fire, Clarity, or Tape (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)9】. These are basically gentle variations of EQ/compression profiles. The AI will then master the track and you can download a WAV. While simpler than others (fewer options), it’s remarkably convenient and cost-free. BandLab’s mastering can be accessed via their website or mobile app. It’s somewhat limited – for example, it does not support reference tracks or custom adjustments (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)0】, and the algorithm is more static since BandLab hasn’t marketed it as a learning AI (it might not be as “adaptive” as, say, LANDR). But many users find it does a decent job for quick demos, DJ mixes, or YouTube uploads.
Pricing Model: Free – BandLab’s mastering is **completely free to use (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)3】. There’s no limit on how many tracks you can master per day (within reasonable use). You don’t even need a BandLab account to use it, although having one allows you to save the mastered track to your library. BandLab as a whole is free (they monetize through optional sample packs and such, not through the mastering). This makes it an excellent choice for those on zero budget.
Reviews & Ratings: Being free, BandLab’s mastering is very popular among independent creators. It’s often the first recommendation for someone who wants to test AI mastering without a credit card. Pros: obviously, price (free), ease of use, integration with BandLab’s DAW (you can master and then directly use the track in projects). Cons: Only four preset styles; The mastering is a bit one-size-fits-all – it might not always enhance the track as effectively as paid tools; Lacks any fine-tuning or reference option. In an A/B comparison, users note that BandLab’s masters are slightly quieter and less aggressive than LANDR or eMastered, which could actually be a good thing if you want a more transparent master. However, BandLab doesn’t advertise any machine learning; some suspect it’s using a fixed chain per preset. Still, for many use cases (demos, quick sharing), it works “well enough.”
Pros: Completely free unlimited masteri (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)3】; Simple and fast (it’s often done in under a minute); No login required; Good for quick loudness boost and polish.
Cons: No control besides choosing one of 4 prese (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)0】; Results may be subtler compared to others – if you need a really loud master, you might need to use the “Fire” preset and even then might want more; Not much documentation on what the AI is doing, so little transparency.
Link: BandLab Mastering – Upload a track and choose a style to get your free master.
Image: (BandLab’s free mastering interface – just pick “Universal, Fire, Clarity, or Tape” and let it process.)

Cryo-Mix

Features & Capabilities: Cryo-Mix is an AI tool that goes a step further: it offers both mixing and mastering using AI. You can upload individual stems (up to 6 instrument stems and 6 vocal stems) and Cryo-Mix will **automatically mix them – adjusting levels and panning – and then master the final song (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI) (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)2】. This is quite powerful for musicians who have multitrack recordings but want an automated mixdown. For mastering only, Cryo-Mix also allows tweaking settings: you can control EQ correction strength, a 3-band EQ, stereo width, and loudness via sliders, similar to eMaster (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)7】. It doesn’t provide preset genres, but you have manual control to shape the sound after the AI’s initial job. Another nice feature: you can adjust those settings after the track is mastered and immediately preview the difference, meaning quick revisions without re-uploadi (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)9】. Overall, Cryo-Mix is like having an AI mixing engineer first, then an AI mastering engineer finalize the track.
Pricing Model: Subscription – Cryo-Mix’s mixing+mastering suite costs $19.99/month for unlimited WAV downloa (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)2】. There may be a free trial or free preview, but to download your mixed/mastered tracks you’ll need the subscription. Considering it combines two stages (mix and master), the price is aimed at serious users. At $19.99, it’s comparable to other mastering services, but you’re getting more value if you use the mixing function. Cryo-Mix is a niche product, so they currently have just the one pricing tier with all features included.
Reviews & Ratings: Cryo-Mix is newer and not as widely reviewed, but those who have tried it comment that the AI mixing feature is a game-changer for quickly balancing a demo. For example, a user could upload drums, bass, guitars, vocals stems, and have a reasonably mixed song in minutes. The mastering that follows is on par with other AI mastering tools. Pros: Combined workflow (no need for separate mixing software if you want a rough mix); Unique offering for stem-based AI mixing; Adjustable mastering settings; Good for creating quick “radio-ready” versions of multi-track projects. Cons: You have to prepare separate stems which might be a bit of work; Currently limited to 12 stems total, which may not accommodate very large projects; The interface is utilitarian; Because it does both mix and master, you might not get the same depth of mastering-specific options as a dedicated tool. Nonetheless, Cryo-Mix is praised for innovation – it’s one of the few to tackle mixing, and it can help beginners understand how a balanced mix should sound.
Pros: Automated mixing of stems using AI (can save hours of tweakin (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)2】; Integrated mastering; Sliders to adjust outcome to taste; All-in-one solution for finalizing a song.
Cons: Subscription required (no free output); Maximum 6+6 stems could be limiting for complex songs; Interface not as flashy; Still evolving, so results might improve over time with more users.
Link: Cryo-Mix – AI mixing and mastering in one.
Image: (Cryo-Mix web dashboard where you upload multiple stems for AI mixing before masteri (Top 6 Best AI Mastering Tools and Plugins for Producers - Kits.AI)7】.)

iZotope Ozone (Mastering Assistant)

Features & Capabilities: iZotope Ozone is a professional mastering software suite (VST/standalone) that incorporates AI through its “Mastering Assistant” feature. Unlike cloud services, Ozone runs on your computer. When you use Mastering Assistant, Ozone will analyze your track’s audio, ask you what genre or target you’re aiming for (or it can detect it), and then automatically set up a mastering chain for y (iZotope announces Ozone 10 AI mastering suite - DJ Mag) (The Best AI Music Production Tools: A Complete & Expert Guide )3】. This includes EQ, dynamics, excitement, stereo imaging, etc., using machine learning to match reference data. Ozone’s AI is trained on thousands of masters to identify optimal settings. It even has a feature to match the sound of a reference track (Master Assistant can mimic the tonal balance of a chosen song). After the AI does its job, you have full control – you can tweak every parameter of the suggested chain. Ozone also provides additional AI-powered aids like “Match EQ” and “Impact” (for dynamics) in its Advanced version. Essentially, Ozone gives you the best of both: AI suggestions plus manual fine-tuning in a powerful plugin.
Pricing Model: One-Time Purchase or Subscription – Ozone is traditionally sold as a one-time purchase software. The latest version (Ozone 11 Standard) costs around $249 (sometimes on sale for ~$19 (iZotope announces Ozone 10 AI mastering suite - DJ Mag)7】, and the Advanced version is about $349-$499 depending on sal (iZotope announces Ozone 10 AI mastering suite - DJ Mag)7】. This is a steep upfront cost, but it’s a perpetual license. iZotope also offers Ozone via their Music Production Suite subscription (~$19.99/mo) which gives access to Ozone and other iZotope plugins. Additionally, they have a free Ozone trial and even a lighter free version called Ozone Elements (which occasionally is given away – it has basic Master Assistant functionality but fewer modules). So, if you’re a home producer wanting AI mastering without recurring fees, investing in Ozone can be worthwhile as you also get a suite of mastering tools to use manually.
Reviews & Ratings: Ozone is an industry-standard in mastering. The AI Mastering Assistant introduced since Ozone 8 has been well received. Pros say that Mastering Assistant provides an excellent starting point that often sounds great with minimal twea (AI can now master your music—and it does shockingly well)8】. It doesn’t fully replace a mastering engineer for critical projects, but for most home studio needs, it can get very close. Pros: Professional-grade sound quality; Complete control available – you’re not locked into the AI’s decision; Tons of features for advanced users; No need to upload sensitive audio to the cloud (runs locally). Cons: Expensive upfront; There’s a learning curve to Ozone if you go beyond the assistant; Not as instant as online services (though still just a minute or two to run the assistant); Requires a decent computer (CPU intensive plugins). Reviewers often mention that Ozone’s Master Assistant is a great educational tool too – you can see what settings it chose and learn from that. According to Tracklib’s guide, iZotope is “*no stranger to AI...utilizing the tech in Ozone’s Mastering Assistant (The Best AI Music Production Tools: A Complete & Expert Guide )3】, underlining their role in bringing AI to traditional audio software.
Pros: Top-tier mastering processing with AI suggestions; Can match target references; One-time cost (you own the tool); Widely trusted in the industry; Also includes other modules like Vintage Limiter, Imager, etc.
Cons: Higher upfront cost than cloud services; Requires some knowledge to get the best out of it (though the AI helps); Not automatic after the first suggestion – for batch processing multiple tracks, it’s more manual than something like CloudBounce.
Link: iZotope Ozone – Available as a plugin or standalone (free trial available).
Image: (iZotope Ozone’s Mastering Assistant screen – the AI is analyzing the track to set EQ and dynamics for a target loudne (The Best AI Music Production Tools: A Complete & Expert Guide )3】.)

🎵 AI Sound Design & Synthesis Tools

AI isn’t just composing and mastering music—it’s also designing new sounds, instruments, and vocals. This section covers AI tools that generate or modify sounds in creative ways, from realistic vocalists to never-heard-before drum samples.

Dreamtonics Synthesizer V (AI Vocal Synth)

Features & Capabilities: Synthesizer V is an AI-powered vocal synthesizer that produces incredibly realistic singing. Imagine typing in lyrics and hearing a virtual singer perform them with expression and clarity – that’s what Synth V does. It uses deep neural networks to replicate human vocal nuan (The Best AI Music Production Tools: A Complete & Expert Guide ) (The Best AI Music Production Tools: A Complete & Expert Guide )33】. You can choose from an ever-growing library of AI voice databases (singers) in multiple languages (English, Japanese, Chinese, etc.). The software lets you input a melody (via piano roll or MIDI), assign lyrics to each note, and then the AI voice sings your song. It offers extensive controls: you can adjust the vocalist’s timbre with parameters like gender, breathiness, tension, etc., and even use “Voice Modes” such as Soft, Powerful, or Airy to instantly change t (Dreamtonics Synthesizer V) (Dreamtonics Synthesizer V)40】. Synthesizer V has both a standalone editor and plugin version, so you can use it in a DAW. It’s like having a session singer on call at any time, capable of hitting all the notes perfectly (or even mimicking vocal styles). The latest AI voices (like “Solaria” or “Eleanor Forte AI”) are so natural that many listeners can’t tell it’s not a real human.
Pricing Model: Freemium (Basic) & Paid (Pro + Voice banks) – Dreamtonics offers Synthesizer V Studio Basic for free, which has limited features but is usable if you have at least one voice. The Pro edition costs around $89 (one-time purcha ([Bundle] Synthesizer V Studio Pro + Any Voice Database) (Dreamtonics Synthesizer V)24】. Voices are sold separately, usually priced around $70–$110 each (for example, the popular English AI voice “Solaria” is ~$ (Dreamtonics Synthesizer V)24】. There are bundle deals (e.g., Pro + a voice for ~$168 on sa (Dreamtonics Vocal Creation + 9 Voices Bundle)39】. Some lite voice banks are free for testing. Essentially, you’ll likely invest ~$160–$200 to get started with a Pro license and one or two good AI voices. Once bought, you can use it indefinitely (no subscription needed). Updates are frequent and often free for license holders. The free Basic version allows you to use the voices you purchase but lacks some advanced editing tools and might have restrictions on usage (e.g., non-commercial only). Serious music producers will want the Pro for its full feature set and higher rendering quality.
Reviews & Ratings: Synthesizer V has been a revelation in the music community, especially for those who need vocals but don’t have a singer. Reviews are glowing about the realism: Sound On Sound magazine noted that the realism is “staggering” and it’s “prime-time lead vocals territory” now, far beyond the robotic vocals of older Vocaloid t (Dreamtonics Synthesizer V) (Dreamtonics Synthesizer V)37】. Users love the intuitive interface and how you can get professional sounding vocals with relatively little tweaking. Pros: Incredibly realistic singing with proper setup; Supports multiple languages; Fine control over expression (vibrato, pronunciation, breathing); Growing selection of voices including male, female, different styles; One-time purchase (no ongoing fees). Cons: It’s not instant – you do need to input melodies and lyrics (it’s not a lyric generator); There is a learning curve to mastering all the vocal parameters for ultimate realism; Each voice costs money; It can be heavy on CPU when rendering high-quality vocals. Many have pointed out that Synth V is now being used in commercial songs, indie game soundtracks, and more. It has essentially set a new standard for AI vocals.
Pros: Brings your compositions to life with vocals without a singer; Voices like Solaria (English) or Mai (Japanese) are highly realistic; Full phonetic control – can even sing in custom languages by tweaking phonemes; Active community and developer support.
Cons: Total cost can add up if you want many voices; Still requires musical input (not an automatic song generator, but a tool); Some voices are better than others – quality can vary; As with any vocals, mixing and effects (reverb, etc.) are needed to sit them in a mix.
Link: Dreamtonics Synthesizer V Studio – Free Basic version available; Pro and voice databases purchasable on the Dreamtonics St ([Bundle] Synthesizer V Studio Pro + Any Voice Database) (Dreamtonics Synthesizer V)24】.
Image: (Synthesizer V Studio Pro interface – piano roll for melody and lyrics entry, with waveform of the AI-generated vocal.)

Emergent Drums (by Audialab)

Features & Capabilities: Emergent Drums is an AI-driven drum sample generator plugin. Instead of browsing through thousands of kick or snare samples hoping to find the right one, Emergent Drums literally creates new drum sounds on the fly using a generative model. With a click of a button, it can generate, say, a brand-new punchy kick drum, or a snappy snare, or any percussive hit. It boasts an “infinite drum sample” capability – effectively unlimited unique one-shots for your k (Emergent Drums)L7】. The plugin interface has 16 pads, like an MPC-style layout; each pad can hold a generated sound. You can lock sounds you like and re-generate others. It also has a “Humanize” feature that can add slight variations to the drum hits for real (Emergent Drums)L7】. The sound quality is high (24-bit WAV) and covers all drum types (kick, snare, clap, hi-hat, percussion, etc.). Producers use Emergent Drums to craft signature drum kits that no one else has, which is great for originality. It essentially uses AI to do what sound designers do in labs – create drum hits – but instantly, in your DAW.
Pricing Model: One-Time Purchase or Subscription – Emergent Drums is a premium plugin. The retail one-time price for version 2 is around $24 (Buy Emergent Drums 2 | Drum Synth - Plugin Boutique)17】 (though it’s been on sale for $149 or even $59 in limited de (Emergent Drums by Audialab | Audio Plugin Deals) (Emergent Drums 2 AI-powered instrument on sale for $49 USD)19】). Audialab also offers a subscription: all their products for $7/mont (Emergent Drums)L7】 (which likely includes Emergent Drums, possibly their Emergent Synth too). So if you prefer, you could subscribe for a short time to generate a bunch of samples. The one-time purchase comes with lifetime updates for that major version. There’s usually a demo version available with some limitations (e.g., you can’t save presets or limited generations). Considering how specialized it is, the price targets serious producers/sound designers. But imagine never buying a sample pack again – that’s the value proposition.
Reviews & Ratings: Emergent Drums has impressed many electronic and hip-hop producers. Pros: The biggest pro is the sheer creativity unlock – you’re no longer limited to existing sounds. You can dial in an imagined drum sound and likely get something close or totally new. People love the fact that they can “craft their own drum identity.” The sound quality is generally noted as very good, although because it’s AI, occasionally you might get some unusable weird sounds (but just click generate again). The cons are mostly the cost (“expensive but worth it” sentiment) and that the plugin is focused – it doesn’t do loops, only one-shots. Some reviews mention that it can produce a lot of variations that sound very similar, so you have to tweak the random seed or parameters to get bigger changes. But overall, it’s seen as a revolutionary tool for sound design. Publications like Rekkerd highlighted how unique it is: “Emergent Drums isn’t just a sample generator – it’s a fully-fledged 16-pad drum machine with A (Buy Emergent Drums 2 | Drum Synth - Plugin Boutique) (Emergent Drums 2 AI-powered instrument on sale for $49 USD)23】.
Pros: Endless unique drum samples at your fingert (Emergent Drums)L7】; High-quality one-shots for professional use; Saves time searching for samples; You own the samples you generate royalty-free; Can inspire new drum patterns because new sounds often spark new ideas.
Cons: High price point for the average hobbyist; Currently only generates single hits (no loops or melodic sounds); The GUI, while functional, is mainly about generate & preview – don’t expect deep synthesis controls (the AI is under the hood); Requires a 64-bit computer with a DAW to run (VST/AU/AAX plugin). *
Link: Emergent Drums – Available via Audialab (free trial and purcha (Emergent Drums) (Emergent Drums by Audialab | Audio Plugin Deals)12】.
Image: (Emergent Drums VST interface with 16 pads – each pad contains an AI-generated drum sound that you can audition and export.)

Orb Producer Suite (Generative Composition Plugins)

Features & Capabilities: Orb Producer is a suite of 4 AI-powered MIDI plugins (Orb Chords, Orb Melody, Orb Bass, Orb Arpeggio) designed to assist with musical composition and sound design for melodies and patte (The Best AI Music Production Tools: A Complete & Expert Guide )42】. These plugins work inside your DAW. For example, Orb Chords can generate chord progressions with voice leading; Orb Melody will create infinite melody ideas fitting those chords; Orb Bass comes up with basslines, and Orb Arpeggio can generate rhythmic arpeggiated patte (The Best AI Music Production Tools: A Complete & Expert Guide )42】. The AI behind Orb Producer allows you to set parameters like mood, complexity, variation, and it will churn out MIDI sequences you can use with any instrument. You can lock certain notes or regenerate sections until it fits your liking. It’s like having a co-writer suggesting musical riffs. The suite also includes a wavetable synth (Orb Synth) to quickly audition ideas with built-in sounds. Orb Producer is great for EDM drops, cinematic patterns, songwriting inspiration, or even live performance setups (generate on the fly!). It doesn’t produce full audio tracks by itself, but gives you the building blocks (MIDI data) to drive your virtual instruments.
Pricing Model: One-Time Purchase – Orb Producer Suite 3 is priced around €99 (about $99) for the full bundle of four plug (Introducing Orb Producer Suite plugins - Instruments Forum) (Orb Producer 3 - TopApps.Ai)30】. This is a one-time cost. Often, existing users get discounts on upgrades (for example, going from v2 to v3). There is no subscription required. Considering it’s a VST plugin set, this is reasonably priced, on par with other composition tools. They sometimes run sales (some users grabbed it for €79 with a cou (Orb Producer Suite - Deals | The Official Cakewalk by BandLab Forum)35】). Once you buy it, you can use it offline in your DAW as much as you want. A demo might be available, but typically with limitations like no saving or random silence.
Reviews & Ratings: Musicians and producers who are not strong in music theory love Orb Producer because it helps them come up with sophisticated chord progressions and melodies that “sound musical”. It’s been described as “a constant stream of fresh ideas” when you’re stuck in a creative (Orb Producer Suite 3 - Mix Master World) (Orb Producer Reviews 2025 - AITopTools)18】. Pros: High quality of generated MIDI – it leverages music theory so the suggestions are usually harmonically sound; Lots of control over generation (you can set complexity, length, etc.); The four modules work in tandem to build full arrangements; One-time purchase with free minor updates. Cons: It’s MIDI-only, so if you want full audio loops you’ll need to use it with instruments; The interface, while decent, can be a little clunky to sync multiple plugins together at first; As with any generative tool, not every output is a hit – you may still sift through some mediocre ideas; It’s geared towards tonal music (if you need very experimental atonal stuff, it might not be as useful). Many reviews highlight that Orb Producer is an “idea generator” – it won’t write the next hit for you automatically, but it will give you plenty of motifs and progressions to work w (The Best AI Music Production Tools: A Complete & Expert Guide ) (The Best AI Music Production Tools: A Complete & Expert Guide )43】. It’s like collaborating with an AI that never runs out of suggestions.
Pros: Great for songwriting assistance and overcoming creative blocks; Ensures harmonic coherence between chords, bass, melody; Saves time building out MIDI parts; Supports polyrhythms and some advanced concepts (in v3, they introduced a polyrhythm engi (The Best AI Music Production Tools: A Complete & Expert Guide ) (The Best AI Music Production Tools: A Complete & Expert Guide )43】; Works offline and privately in your studio.
Cons: Does not generate lyrics or finished song structure (it’s focused on musical phrases); Some learning curve to get the most out of each plugin (four plugins can be a lot to manage, though they sync); If over-used, could lead to a “formulaic” sound – best used as a spice, not to replace human feel entirely.
Link: Orb Producer Suite – Available via Orb Plugins (Hexachords). Free demo on site, full version ~ (Orb Producer 3 - TopApps.Ai)30】.
Image: (Orb Producer Suite running inside a DAW: Orb Chords (left) has generated a chord progression, and Orb Melody (right) suggests a melody to match.)

Magenta Studio (Google Magenta)

Features & Capabilities: Magenta Studio is a collection of free music tools from Google’s Magenta research project. It includes several applications/plugins that use AI to generate or transform musical data. The core tools are: Generate, Continue, Interpolate, Translate and **Groov (The Best AI Music Production Tools: A Complete & Expert Guide ) (The Best AI Music Production Tools: A Complete & Expert Guide )47】. For example, Generate can create a short melody or drum beat from scratch using a trained model; Continue will listen to your MIDI and then continue the sequence in a musically coherent way (great for extending a ri (The Best AI Music Production Tools: A Complete & Expert Guide )61】; Interpolate takes two melodies and blends them – creating intermediary variations (imagine morphing melody A into melody (The Best AI Music Production Tools: A Complete & Expert Guide )61】; Translate (also known as Tone Transfer) can convert an audio file’s melody (like you humming) into another instrument’s sound or MIDI; Groove can humanize a stiff drum pattern by adding timing variations learned from real drummers. These tools run either as standalone desktop apps or as plugins in Ableton L (The Best AI Music Production Tools: A Complete & Expert Guide )53】. They are all about assisting creativity – often giving unexpected results that inspire new directions. Magenta Studio works with MIDI data primarily, except Tone Transfer which works with audio to some extent. Since it’s an open-source project, it’s completely free to use for any projects.
Pricing Model: Free & Open-Source – Magenta Studio is free to download. It’s open-source, meaning you can even tinker with the code if you’re tech-savvy. You do need a computer that can run them (they use TensorFlow.js or Max for Live, depending on version). No subscription or purchase required. Just grab it from the Magenta TensorFlow website and install. Because it’s a research project, support is community-driven (via forums or GitHub). But many artists use it without issues.
Reviews & Ratings: While not as publicized as commercial products, Magenta Studio is loved by experimental musicians and producers. Pros: Obviously free; Very creative and sometimes “out-of-the-box” results; A wide variety of tools in one pack; If you use Ableton Live, the integration is seamless via Max for Live devices. Cons: The UI is utilitarian (not flashy); It’s not as user-friendly for non-technical folks – some understanding of MIDI and Ableton is needed; Because it’s experimental, results can be hit-or-miss and you often have to try multiple times; It doesn’t produce final sounds – you need to use the MIDI it generates with instruments. Many point out that Magenta tools are great for “happy accidents” – you might get something totally different from what you expected, sparking creativity. Also, since it’s open, there are additional community-made models you can try (for instance, models trained on specific genres). Tracklib’s expert guide noted Magenta as a way to help musicians “find new ways to express themselves—rather than just simplifying the proce (The Best AI Music Production Tools: A Complete & Expert Guide ) (The Best AI Music Production Tools: A Complete & Expert Guide )49】, highlighting that it’s more about augmenting creativity than replacing it.
Pros: Completely free creative tool (The Best AI Music Production Tools: A Complete & Expert Guide )61】; Can generate melodies, drum patterns, and even synthesize new sounds (with Tone Transfer); Useful for producers looking to experiment with AI-generated variations; No internet required after installation.
Cons: Limited to MIDI (no mix/master capabilities); Some tools have fixed output lengths or limitations since they were research prototypes; Lacks the polish of commercial software; Requires Ableton Live for the plugin versions (though standalone apps are available for others).
Link: Magenta Studio – Free download (Windows/macOS, plus Ableton Live devic (The Best AI Music Production Tools: A Complete & Expert Guide ) (The Best AI Music Production Tools: A Complete & Expert Guide )61】.
Image: (Magenta Studio running inside Ableton Live: showing the “Generate” plugin that creates new MIDI clips with AI.)

Conclusion:
AI music software has grown into a diverse ecosystem covering composition, production, and sound design. Whether you’re a content creator in need of quick, royalty-free tracks, a musician seeking a virtual co-writer, or a producer looking to spice up your sound palette, there’s an AI tool that can help. From generative composition platforms like AIVA, Boomy, and Mubert that compose music at the touch of a button, to AI mastering services like LANDR and eMastered that put the final polish on your tracks, to innovative sound design tools like Synthesizer V’s ultra-realistic vocals and Emergent Drums’ limitless sample creation – the possibilities are expanding every day. These tools lower technical barriers and boost creativity, allowing creators to focus more on musical ideas and less on tedious details.

While AI won’t replace human artistry and emotion, it certainly augments our capabilities. Many of the tools above are aimed at enhancing your creative workflow – automating the mundane, offering suggestions when you’re stuck, and enabling what was once accessible only to those with extensive training or resources. The pros are clear in terms of speed, cost, and convenience, though the cons remind us that AI is best used as a partner, not an outright replacement for human touch.

As AI continues to learn and improve, we’re likely to see even more impressive music software emerge. For now, if you’re eager to explore the intersection of music and AI, the software listed here is a great starting point. Each entry offers something unique, so you might end up using a combination: perhaps composing a piece with an AI generator, then refining it with AI-assisted plugins, and finally mastering it through an AI service. The end goal remains the same – to make great music. And with these AI tools, the journey from inspiration to final song can be faster and more fun than ever before.

Happy creating, and may the collaboration between you and your AI tools be musically fruitful! 🎶

The AI music tools listed here transformed my creative process! I found everything I needed in one place. Highly recommend this site for music enthusiasts!

Alex J.

★★★★★